Add PAG support to StableDiffusionControlNetPAGInpaintPipeline (#8875)

* Add pag to controlnet inpainting pipeline


---------

Co-authored-by: YiYi Xu <[email protected]>

Author: juancopi81

docs/source/en/api/pipelines/pag.md

@@ -55,6 +55,9 @@ Since RegEx is supported as a way for matching layer identifiers, it is crucial
 
 ## StableDiffusionControlNetPAGPipeline
 [[autodoc]] StableDiffusionControlNetPAGPipeline
+
+## StableDiffusionControlNetPAGInpaintPipeline
+[[autodoc]] StableDiffusionControlNetPAGInpaintPipeline
 	- all
 	- __call__
 

src/diffusers/__init__.py

@@ -328,6 +328,7 @@
             "StableDiffusionAttendAndExcitePipeline",
             "StableDiffusionControlNetImg2ImgPipeline",
             "StableDiffusionControlNetInpaintPipeline",
+            "StableDiffusionControlNetPAGInpaintPipeline",
             "StableDiffusionControlNetPAGPipeline",
             "StableDiffusionControlNetPipeline",
             "StableDiffusionControlNetXSPipeline",
@@ -778,6 +779,7 @@
             StableDiffusionAttendAndExcitePipeline,
             StableDiffusionControlNetImg2ImgPipeline,
             StableDiffusionControlNetInpaintPipeline,
+            StableDiffusionControlNetPAGInpaintPipeline,
             StableDiffusionControlNetPAGPipeline,
             StableDiffusionControlNetPipeline,
             StableDiffusionControlNetXSPipeline,

src/diffusers/pipelines/__init__.py

@@ -158,6 +158,7 @@
     )
     _import_structure["pag"].extend(
         [
+            "StableDiffusionControlNetPAGInpaintPipeline",
             "AnimateDiffPAGPipeline",
             "KolorsPAGPipeline",
             "HunyuanDiTPAGPipeline",
@@ -566,6 +567,7 @@
             KolorsPAGPipeline,
             PixArtSigmaPAGPipeline,
             StableDiffusion3PAGPipeline,
+            StableDiffusionControlNetPAGInpaintPipeline,
             StableDiffusionControlNetPAGPipeline,
             StableDiffusionPAGPipeline,
             StableDiffusionXLControlNetPAGImg2ImgPipeline,

src/diffusers/pipelines/auto_pipeline.py

@@ -61,6 +61,7 @@
     HunyuanDiTPAGPipeline,
     PixArtSigmaPAGPipeline,
     StableDiffusion3PAGPipeline,
+    StableDiffusionControlNetPAGInpaintPipeline,
     StableDiffusionControlNetPAGPipeline,
     StableDiffusionPAGPipeline,
     StableDiffusionXLControlNetPAGImg2ImgPipeline,
@@ -148,6 +149,7 @@
         ("kandinsky", KandinskyInpaintCombinedPipeline),
         ("kandinsky22", KandinskyV22InpaintCombinedPipeline),
         ("stable-diffusion-controlnet", StableDiffusionControlNetInpaintPipeline),
+        ("stable-diffusion-controlnet-pag", StableDiffusionControlNetPAGInpaintPipeline),
         ("stable-diffusion-xl-controlnet", StableDiffusionXLControlNetInpaintPipeline),
         ("stable-diffusion-xl-pag", StableDiffusionXLPAGInpaintPipeline),
         ("flux", FluxInpaintPipeline),

src/diffusers/pipelines/pag/__init__.py

@@ -23,6 +23,7 @@
     _dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_objects))
 else:
     _import_structure["pipeline_pag_controlnet_sd"] = ["StableDiffusionControlNetPAGPipeline"]
+    _import_structure["pipeline_pag_controlnet_sd_inpaint"] = ["StableDiffusionControlNetPAGInpaintPipeline"]
     _import_structure["pipeline_pag_controlnet_sd_xl"] = ["StableDiffusionXLControlNetPAGPipeline"]
     _import_structure["pipeline_pag_controlnet_sd_xl_img2img"] = ["StableDiffusionXLControlNetPAGImg2ImgPipeline"]
     _import_structure["pipeline_pag_hunyuandit"] = ["HunyuanDiTPAGPipeline"]
@@ -44,6 +45,7 @@
         from ...utils.dummy_torch_and_transformers_objects import *
     else:
         from .pipeline_pag_controlnet_sd import StableDiffusionControlNetPAGPipeline
+        from .pipeline_pag_controlnet_sd_inpaint import StableDiffusionControlNetPAGInpaintPipeline
         from .pipeline_pag_controlnet_sd_xl import StableDiffusionXLControlNetPAGPipeline
         from .pipeline_pag_controlnet_sd_xl_img2img import StableDiffusionXLControlNetPAGImg2ImgPipeline
         from .pipeline_pag_hunyuandit import HunyuanDiTPAGPipeline